Pinned Repositories
Anomaly-Detection-in-Videos
FollowingEye
Simple eye looking at the face (android app)
Kinect
Contains all relevant scripts to run, process, and analyze posture data gathered from our Kinect-studies.
mmaction2
OpenMMLab's Next Generation Action Understanding Toolbox and Benchmark
MNADrc
An unofficial *re*implementation of "Learning Memory-guided Normality for Anomaly Detection" (CVPR 2020) in PyTorch.
pyannote-core
Advanced data structures for handling temporal segments with attached labels.
ssi
Social Signal Interpretation (SSI) Framework
video2tfrecord
Easily convert RGB video data (e.g. .avi) to the TensorFlow tfrecords file format for training e.g. a NN in TensorFlow. This implementation allows to limit the number of frames per video to be stored in the tfrecords.
snorkeldepth's Repositories
snorkeldepth/MNADrc
An unofficial *re*implementation of "Learning Memory-guided Normality for Anomaly Detection" (CVPR 2020) in PyTorch.
snorkeldepth/accel-brain-code
The purpose of this repository is to make prototypes as case study in the context of proof of concept(PoC) and research and development(R&D) that I have written in my website. The main research topics are Auto-Encoders in relation to the representation learning, the statistical machine learning for energy-based models, adversarial generation networks(GANs), Deep Reinforcement Learning such as Deep Q-Networks, semi-supervised learning, and neural network language model for natural language processing.
snorkeldepth/adtk
A Python toolkit for rule-based/unsupervised anomaly detection in time series
snorkeldepth/batch-get-tweets
Use snscrape to batch download tweets recursively!
snorkeldepth/CameraTraps
Tools for training and running detectors and classifiers for wildlife images collected from motion-triggered cameras.
snorkeldepth/CarreraDigitalControlUnit
Carrera(R) Digital 124/132 interface library for Arduino and mbed OS
snorkeldepth/flow-forecast
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
snorkeldepth/Hannover
This repository contains the code for simulating the growth of a Biofilm after attachment using Molecular dynamics simulation methods. The project was build as part of the iGEM 2020 Contest. The BiofilmSimulation software can be installed as A python package, documented under https://pypi.org/project/BiofilmSimulation.
snorkeldepth/iOS-Open-GPX-Tracker
GPS Tracker app for iOS + WatchOS. Log your tracks without limits and share them; Open source GPX tracker app written in Swift
snorkeldepth/megadetector-gui
A desktop application that makes using MegaDetector's model easier
snorkeldepth/monorepo
The mitosheet package, trymito.io, and other public Mito code.
snorkeldepth/Nerdle
Word game for nerds using PyScript
snorkeldepth/opendatacam
An open source tool to quantify the world
snorkeldepth/OpenGait
A flexible and extensible framework for gait recognition. You can focus on designing your own models and comparing with state-of-the-arts easily with the help of OpenGait.
snorkeldepth/pycaret
An open-source, low-code machine learning library in Python
snorkeldepth/pytod
TOD: Tensor-based Outlier Detection
snorkeldepth/pytorch-utilities
Basic image/video processing utilities in Pytorch
snorkeldepth/pytube
A lightweight, dependency-free Python library (and command-line utility) for downloading YouTube Videos.
snorkeldepth/RNN-Time-series-Anomaly-Detection
RNN based Time-series Anomaly detector model implemented in Pytorch.
snorkeldepth/RTFM
Official code for 'Weakly-supervised Video Anomaly Detection with Robust Temporal Feature Magnitude Learning' [ICCV 2021]
snorkeldepth/Ryven
Flow-based visual scripting for Python
snorkeldepth/scientific-visualization-book
❗️WIP❗️An open access book on scientific visualization using python and matplotlib
snorkeldepth/snscrape
A social networking service scraper in Python
snorkeldepth/streamlit-dataview
Streamlit viewer for GW data
snorkeldepth/TextBlob
Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more.
snorkeldepth/textblob-de
German language support for TextBlob.
snorkeldepth/tsfresh
Automatic extraction of relevant features from time series:
snorkeldepth/valetudo
Valetudo RE - experimental vacuum software, cloud free
snorkeldepth/voebbot
VOEBBot is a browser extension that removes the paywall on German online news sites using your VÖBB library account.
snorkeldepth/Working-With-Json-File-in-SwiftUI
JSON File in Swift Project